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Record W4407353627 · doi:10.1093/scipol/scae090

The internationalization of science parks in China from a realist international relations perspective

2025· article· en· W4407353627 on OpenAlex
Thomas Malta-Kira, Xiaolan Fu, Liu Shi

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueScience and Public Policy · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Business and FDI
Canadian institutionsInternational Development Research Centre
Fundersnot available
KeywordsInternationalizationGeopoliticsChinaContext (archaeology)Perspective (graphical)Science parkInternational relationsPolitical sciencePower (physics)Economic systemEconomic geographyPoliticsSociologyRegional scienceBusinessEconomicsInternational tradeGeography

Abstract

fetched live from OpenAlex

Abstract Science parks have been an integral component of the open national innovation system (ONIS). However, science park internationalization as an important yet neglected mechanism of international innovation cooperation is poorly understood. There has been limited understanding of the political dynamics in the international system that affect the nature and process of ‘opening’. This paper fills the gap by exploring the factors affecting internationalization of science parks from a realist perspective of international relations against the background of ONIS, based on case studies on China’s science parks. The results support our propositions that political interference in both China as the rising power and the dominant power (USA) has been a major factor affecting performance of science park internationalization when the process of ‘opening’ is intertwined with the strategic interests of the state on both sides. Findings from the study suggest the reconfiguration of ONIS in geopolitical context with significant policy implications.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.679
Threshold uncertainty score0.980

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0010.002
Scholarly communication0.0010.002
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.011
GPT teacher head0.286
Teacher spread0.275 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it